I downloaded and installed TypeScript extension for VS 2012, I got my first sample compiles by manually dragging the ts file onto the tsc.exe file! because
You have to ensure that the BuildAction must be TypeScriptCompile for your .ts files.
I've added these lines to end of the (.csproj) project file. (Before closing Project tag)
And It seems working.